Scripts for fine-tuning Meta Llama with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting…

Scalable Machine Learning and Deep Learning, Final Project, 2023/2024

Learn how to create, develop, and maintain a state-of-the-art MLOps code base

A curated list of Large Language Model resources, covering model training, serving, fine-tuning, and building LLM applications.

Kickstart your LLMOps initiative with a flexible, robust, and productive Python package.

VSCode extension for Nautilus

[WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)

👕 Open-source course on architecting, building and deploying a real-time personalized recommender for H&M fashion articles.

😎 A curated list of awesome MLOps tools

Kickstart your MLOps initiative with a flexible, robust, and productive Python package.

Local realtime voice AI

🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽𝘀 best practices: ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 12 𝘩𝘢𝘯𝘥𝘴-𝘰𝘯 𝘭𝘦𝘴𝘴𝘰𝘯𝘴

This is a repo with links to everything you'd ever want to learn about data engineering

Extend your AtCoder

SOTA Open Source TTS

A PyTorch-based Speech Toolkit

[CVPR 2024 Oral] InternVL Family: A Pioneering Open-Source Alternative to GPT-4o. 接近GPT-4o表现的可商用开源多模态对话模型

Cookbooks for AI Agents

A collection for AI Engineer

Inference and training library for high-quality TTS models.

✨✨Latest Advances on Multimodal Large Language Models

Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)

Build resilient language agents as graphs.

Implement different Recommendation Algorithms with PyTorch and Numpy to foster understanding

[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.

Educational materials on deep learning by Weights & Biases

The repo associated with the Manning Publication